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Learning To Combine Simple Heuristics In Bin-packing ...
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Hyper-heuristics are aimed at providing a generalized solution to optimization problems rather than producing the best result for one or more problem instances.
learning to combine simple heuristics in bin-packing ...
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由 P Ross 著作被引用 215 次 — In what follows, we describe an example of using hyper- heuristic methods to tackle one-dimensional bin-packing problems. A modern learning classi£er system, ...
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learning to combine simple heuristics in bin-packing problems
ACM Digital Library
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ACM Digital Library
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由 P Ross 著作2002被引用 215 次 — The process chooses one of various simple non-evolutionary heuristics to apply to each state of a problem, gradually transforming the problem from its initial ...
Learning To Combine Simple Heuristics In Bin-packing ...
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Semantic Scholar
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Comparing two models to generate hyper-heuristics for the 2d-regular bin-packing problem · Computer Science, Mathematics. GECCO '07 · 2007.
Hyper-heurstics: learning to combine simple heuristics in ...
ResearchGate
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ResearchGate
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This paper explains why learning to solve constraint problems is so difficult, and describes a set of methods that has been effective on a broad variety of ...
learning to combine simple heuristics in bin-packing ...
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Hyper-heuristics: learning to combine simple heuristics in bin-packing problems. Evolutionary algorithms (EAs) often appear to be a 'black box', neither ...
Hyper-Heuristics
Springer
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Springer
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由 P Ross 著作2005被引用 292 次 — The key idea is to devise new algorithms for solving problems by combining known heuristics in ways that allow each to compensate, to some extent, for the ...
A Hyper-Heuristic Classifier for One Dimensional Bin ...
Springer
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Springer
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由 K Sim 著作2012被引用 41 次 — A hyper-heuristic for the one dimensional bin packing problem is presented that uses an Evolutionary Algorithm (EA) to evolve a set of attributes that ...
Learning a Procedure That Can Solve Hard Bin-Packing ...
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由 P Ross 著作被引用 149 次 — The idea of hyper-heuristics is to use a search process such as an EA, not to solve a given problem but to discover a combination of straightforward heuristics ...
An Investigation of HyperHeuristic Methods A New ...
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The project made significant advances in discovering new automated methods for combining heuristics to solve bin-packing problems, outperforming results ...